requires no training beforehand) Algorithm will become available as optional download from Passport once 10.3 goes live - no plans for being in IDEA This method should be used together with other functions It doesn’t replace them Think of it like another kind of Benford’s Lawġ5 Outlier Demo time Auditing salaries and data integrity As auditors, we are always interested in outliers Use the power of Python Leading-edge research on Machine Learning in Python Researched this body of work for 2 years to give IDEA new capabilities Discovered and created new innovations along the way Outliers are perfect first step in bringing practical “artificial intelligence” to IDEAġ4 Outlier Analysis Our purpose was to create a general purpose algorithm: Script should be able to independently find anomalies Effective on any size data, large or small Works for both Numeric and Character fields Runs Unsupervised (i.e. Outlier analysis is a big topic within Data Analytics An outlier is defined as an “observation that is significantly different from the other data in its set”. What’s Coming Python demos Run Python scripts from macros tab Works just like running IDEAScript Python & IDEAScript co-exist and can call each other w/parms Able to bind Python scripts to Ribbon (new icons) Python in virtual fields (“scriptname”,, ,…) Like Custom Functions, but able to tap into rich libraries “Outliers” demo Examples of IDEAScript calling Python take advantage of Machine Learning innovations What’s Coming IDEA and Python IDEA and Python – the perfect team!ġ2 Python demos Run Python scripts from macros tab Client.CurrentDatabase) Python can be expanded with Packages, including: Math, scientific, 2D and 3D graphics visualization Artificial Intelligence via Machine Learning and much more We have a prototype (“Outliers”) written in Python We included the most common packages for data analytics Over 100,000 Python packages available!
Python can access the entire IDEA object model Uses very similar syntax (e.g. What’s Coming Python explained Popular programming language (since ‘89) Used by YouTube, Dropbox, Google, Yahoo etc. It’s not going anywhere.ġ0 Python explained Popular programming language (since ‘89) All your existing scripts will continue to run. What’s Coming IDEA v10.3 – “WOW” Features Speed improvements throughout IDEA Summarization, Indexing, Sorts and more… Character Field Stats Uncover issues in character fields from Field Stats w/drill-down Visualization upgrades Discover Duplicate Key situations in Visualization automatically Zooming ability in most of the Visualization chart types Available for SmartAnalyzer results Python integration – Phase I Add another new script language to IDEA beyond IDEAScript, to give us more options *IDEAScript will remain in place, and be fully supported. Programming and Internal Audit background Auditor for 12 years, Project Manager, consultant ++ Teaching all levels of IDEA for ~10 years First new product for new Product Management team Staff have reorganized themselves for speed and impact 10.3 is the most ambitious release yetĩ IDEA v10.3 – “WOW” Features Speed improvements throughout IDEA Passport: Centralized resources warehouse 87 scripts – 42 custom functions – 65 videos Premium AuditNet access subscription included at no charge (USD175 value per year)ħ Jeffery Sorensen Product Manager for IDEA since August 2016
#CASEWARE IDEA GRID SIZING WINDOWS 10#
Intelligent Discovery Fuzzy Duplicates SmartAnalyzer EnhancementsĤ Roadmap 2016-2017 10.0 10.1 10.2 10.3 Visualization Pie, Bar, Tree mapĭashboards Discovery Passport Look and feel -Interface changes Tasks - Fuzzy duplicates Visualization Scatter charts Line charts Drill-down/Create scripts Copy to clipboard Compatibility Windows 10 Visualization Multi-series Usability improvements Reuse Dashboard SmartAnalyzer Numerous optimizations Additional features Fuzzy duplicates (Server) Visualization Sequence - Duplicates Zoom Available for SmartAnalyzer New features Character Field Stats Speed increases Integration Python 9.4 Welcome Recap on IDEA 10 versions What’s coming in version 10.3 What’s coming in the Futureģ Recap of IDEA 10 releases New Look and Feel Visualization Presentation on theme: "The ongoing journey of IDEA 10"- Presentation transcript:
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